Zenglong Liang

A comprehensive evaluation of ensemble machine learning in geotechnical stability analysis and explainability

Shan Lin, Zenglong Liang, Shuaixing Zhao et al. · International Journal of Mechanics and Materials in Design · 2023 · 48 citations

Geotechnical Engineering, Ensemble Machine Learning, Engineering +12

The pre-trained explainable deep learning model with stacked denoising autoencoders for slope stability analysis

Shan Lin, Miao Dong, Xitailang Cao et al. · Engineering Analysis with Boundary Elements · 2024 · 18 citations

Engineering, Machine Learning, Data Science +5

Imbalanced rock burst assessment using variational autoencoder-enhanced gradient boosting algorithms and explainability

Shan Lin, Zenglong Liang, Miao Dong et al. · Underground Space · 2024 · 16 citations · Full text

Application of machine learning in early warning system of geotechnical disaster: a systematic and comprehensive review

Shan Lin, Zenglong Liang, Hongwei Guo et al. · Artificial Intelligence Review · 2025 · 14 citations · Full text

Hermitian numerical manifold method for large deflection of irregular Föppl-von Kármán plates

Hongwei Guo, Xitailang Cao, Zenglong Liang et al. · Engineering Analysis with Boundary Elements · 2023 · 13 citations

Numerical Analysis, Method Of Fundamental Solution, Numerical Computation +8